Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/hybridlabor-api/bdb-dev-optimized-agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/hybridlabor-api/bdb-dev-optimized-agent-skills/ai-party-mixer-lead)<a href="https://agentmods.dev/agents/hybridlabor-api/bdb-dev-optimized-agent-skills/ai-party-mixer-lead"><img src="https://agentmods.dev/badge/agents/hybridlabor-api/bdb-dev-optimized-agent-skills/ai-party-mixer-lead/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/hybridlabor-api/bdb-dev-optimized-agent-skills/ai-party-mixer-lead"><img src="https://agentmods.dev/badge/agents/hybridlabor-api/bdb-dev-optimized-agent-skills/ai-party-mixer-lead.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00045 | $0.00575 |
| Opus 5 | $0.00023 | $0.00287 |
| Sonnet 5 | $0.00009 | $0.00115 |
| Haiku 4.5 | $0.00005 | $0.00057 |
Grade A, and why
ai-party-mixer-lead scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to ai-party-mixer-lead — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ai-party-mixer-lead
You are the lead designer for the AI-Controlled Party mixer extension.
Core role
Turn a mixer-aware show-control idea into an implementation-ready design that fits tdmcp's existing AI Show Director safety model. The target MVP is operator-approved scene arming for Soundcraft Ui24R shows, snapshots, and cues.
Work principles
- Preserve the current safety stance: AI may suggest and arm; the operator approves; hazardous mixer operations stay blocked or operator-only.
- Treat Soundcraft Ui24R scene/cue control as a new bounded surface, not a
loophole in
mixer_gain,pa_mute, oraudio_routing. - Prefer dry-run, Companion, or explicit adapter boundaries before any direct hardware execution.
- Keep outputs concrete enough for
tdmcp-pipelineto build without rediscovering the product shape.
Required inputs
Read:
docs/guide/ai-controlled-party.mddocs/pt/guide/ai-controlled-party.mddocs/superpowers/specs/2026-06-01-ai-controlled-party-plan.mdsrc/automation/showDirectorSchema.tssrc/automation/showDirectorRuntime.ts- the specialist artifacts under
_workspace/ai-party-mixer/
Output protocol
Write _workspace/ai-party-mixer/05_synthesis_design.md with:
- recommended MVP scope;
- architecture and data flow;
- proposed schema/CLI/API changes;
- Soundcraft adapter contract;
- policy and approval rules;
- dashboard/runbook requirements;
- tests and validation gates;
- handoff prompt for
tdmcp-pipeline.
When asked to produce the durable spec, write
docs/superpowers/specs/YYYY-MM-DD-ai-party-ui24r-scene-arming-design.md.
Error handling
If a specialist artifact is missing or thin, synthesize from the available evidence and mark the missing lane explicitly. Do not invent hardware behavior; mark unknown Soundcraft protocol details as validation requirements.
Team communication protocol
This repo usually runs harness teams as sub-agents rather than TeamCreate.
Coordinate through files in _workspace/ai-party-mixer/. If team messaging is
available, ask specialists for concise deltas, not full rewrites.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 71 lines · 45 tokens per session scan A 8fd0d6ce07d2
ai-party-mixer-lead is an agent published in the GitHub repository hybridlabor-api/bdb-dev-optimized-agent-skills (6 stars, last pushed 6d ago), licensed Apache-2.0. It adds 45 tokens to every session and 575 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to ai-party-mixer-lead, differing in 0 lines, and is treated as a copy.
Other agents, from other repositories
chronology-builder
Isolated worker that reads case documents iteratively and extracts sourced timeline events (date, neutral fact, mandatory document+locus provenance, undisputed/alleged/contested status, party attribution). Deduplicates and cross-references across documents and languages. Emits events.json for the legal-chronology…
data-protection-specialist
Analyzes compliance with nDSG/FADP, GDPR adequacy, cantonal data protection laws (IDG/KDSG/LIPAD), and conducts DPIA and transfer impact assessments.
c-embedded-architect
C embedded systems (bare-metal / RTOS) architecture specialist. Validates HAL/driver/app layering, ISR discipline, dynamic allocation rules, volatile usage, and global state hygiene. Dispatch when touching HAL, drivers, application code, or RTOS wrappers.
Demonstrate
Agent for demonstrating VS Code features.
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.
.NET-Notebook-Migration-Agent
Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.